Module 12: Duality and Classifiers

Learning Objectives

  • Dual Formulation of Optimization Problems
  • Lagrange Multipliers
  • Linear and Nonlinear Classifiers, LDA
  • Support Vector Machines

Readings

Sections 8.1, 8.2, 8.6, 8.7, 8.8 Convex Optimization